Trends in Reinforcement Learning with Pablo Samuel Castro - #443

Trends in Reinforcement Learning with Pablo Samuel Castro - #443

Today we kick off our annual AI Rewind series joined by friend of the show Pablo Samuel Castro, a Staff Research Software Developer at Google Brain. Pablo joined us earlier this year for a discussion about Music & AI, and his Geometric Perspective on Reinforcement Learning, as well our RL office hours during the inaugural TWIMLfest. In today’s conversation, we explore some of the latest and greatest RL advancements coming out of the major conferences this year, broken down into a few major themes, Metrics/Representations, Understanding and Evaluating Deep Reinforcement Learning, and RL in the Real World. This was a very fun conversation, and we encourage you to check out all the great papers and other resources available on the show notes page.

Jaksot(779)

Exploring Causality and Community with Suzana Ilić - #419

Exploring Causality and Community with Suzana Ilić - #419

In this special #TWIMLfest episode, we’re joined by Suzana Ilić, a computational linguist at Causaly and founder of Machine Learning Tokyo (MLT). Suzana joined us as a keynote speaker to discuss the ...

16 Loka 202054min

Decolonizing AI with Shakir Mohamed - #418

Decolonizing AI with Shakir Mohamed - #418

In this special #TWIMLfest edition of the podcast, we’re joined by Shakir Mohamed, a Senior Research Scientist at DeepMind. Shakir is also a leader of Deep Learning Indaba, a non-profit organization ...

14 Loka 202054min

Spatial Analysis for Real-Time Video Processing with Adina Trufinescu

Spatial Analysis for Real-Time Video Processing with Adina Trufinescu

Today we’re joined by Adina Trufinescu, Principal Program Manager at Microsoft, to discuss some of the computer vision updates announced at Ignite 2020.  We focus on the technical innovations that we...

8 Loka 202039min

How Deep Learning has Revolutionized OCR with Cha Zhang - #416

How Deep Learning has Revolutionized OCR with Cha Zhang - #416

Today we’re joined by Cha Zhang, a Partner Engineering Manager at Microsoft Cloud & AI.  Cha’s work at MSFT is focused on exploring ways that new technologies can be applied to optical character reco...

5 Loka 202057min

Machine Learning for Food Delivery at Global Scale - #415

Machine Learning for Food Delivery at Global Scale - #415

In this special edition of the show, we discuss the various ways in which machine learning plays a role in helping businesses overcome their challenges in the food delivery space.  A few weeks ago Sam...

2 Loka 202057min

Open Source at Qualcomm AI Research with Jeff Gehlhaar and Zahra Koochak - #414

Open Source at Qualcomm AI Research with Jeff Gehlhaar and Zahra Koochak - #414

Today we're joined by Jeff Gehlhaar, VP of Technology at Qualcomm, and Zahra Koochak, Staff Machine Learning Engineer at Qualcomm AI Research.  If you haven’t had a chance to listen to our first inte...

30 Syys 202042min

Visualizing Climate Impact with GANs w/ Sasha Luccioni - #413

Visualizing Climate Impact with GANs w/ Sasha Luccioni - #413

Today we’re joined by Sasha Luccioni, a Postdoctoral Researcher at the MILA Institute, and moderator of our upcoming TWIMLfest Panel, ‘Machine Learning in the Fight Against Climate Change.’  We were ...

28 Syys 202041min

ML-Powered Language Learning at Duolingo with Burr Settles - #412

ML-Powered Language Learning at Duolingo with Burr Settles - #412

Today we’re joined by Burr Settles, Research Director at Duolingo. Most would acknowledge that one of the most effective ways to learn is one on one with a tutor, and Duolingo’s main goal is to replic...

24 Syys 202055min

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